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Guangyao Shi
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 37
Top Topics
Hyperspectral
Dimensionality Reduction
Feature Extraction
Manifold Structure
Top Venues
CoRR
Remote. Sens.
IROS
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Yan Zhang
,
Hanqi Liu
,
Zhenghao Li
,
Xinbo Gao
,
Guangyao Shi
,
Jianan Jiang
TCDM: Effective Large-Factor Image Super-Resolution via Texture Consistency Diffusion.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Tan Guo
,
Fulin Luo
,
Jiakun Guo
,
Yule Duan
,
Xinjian Huang
,
Guangyao Shi
Hyperspectral Target Detection With Target Prior Augmentation and Background Suppression-Based Multidetector Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Nare Karapetyan
,
Ahmad Bilal Asghar
,
Amisha Bhaskar
,
Guangyao Shi
,
Dinesh Manocha
,
Pratap Tokekar
AG-CVG: Coverage Planning with a Mobile Recharging UGV and an Energy-Constrained UAV.
CoRR
(2023)
Guangyao Shi
,
Chak Lam Shek
,
Nare Karapetyan
,
Pratap Tokekar
Decision-Oriented Intervention Cost Prediction for Multi-robot Persistent Monitoring.
CoRR
(2023)
Chak Lam Shek
,
Guangyao Shi
,
Ahmad Bilal Asghar
,
Pratap Tokekar
Where to Drop Sensors from Aerial Robots to Monitor a Surface-Level Phenomenon?
CoRR
(2023)
Ahmad Bilal Asghar
,
Guangyao Shi
,
Nare Karapetyan
,
James Humann
,
Jean-Paul Reddinger
,
James Dotterweich
,
Pratap Tokekar
Risk-aware Recharging Rendezvous for a Collaborative Team of UAVs and UGVs.
ICRA
(2023)
Guangyao Shi
,
Pratap Tokekar
Decision-Oriented Learning with Differentiable Submodular Maximization for Vehicle Routing Problem.
IROS
(2023)
Rui Liu
,
Guangyao Shi
,
Pratap Tokekar
Data-Driven Distributionally Robust Optimal Control with State-Dependent Noise.
IROS
(2023)
Xingxing Li
,
Yujia Li
,
Guangyao Shi
,
Liping Zhang
,
Weisheng Li
,
Dajiang Lei
Pansharpening Method Based on Deep Nonlocal Unfolding.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Guangyao Shi
,
Lifeng Zhou
,
Pratap Tokekar
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks.
IEEE Trans. Robotics
39 (3) (2023)
Guangyao Shi
,
Pratap Tokekar
Decision-Oriented Learning with Differentiable Submodular Maximization for Vehicle Routing Problem.
CoRR
(2023)
Rui Liu
,
Guangyao Shi
,
Pratap Tokekar
Data-Driven Distributionally Robust Optimal Control with State-Dependent Noise.
CoRR
(2023)
Tan Guo
,
Fulin Luo
,
Yule Duan
,
Xinjian Huang
,
Guangyao Shi
Rethinking Representation Learning-Based Hyperspectral Target Detection: A Hierarchical Representation Residual Feature-Based Method.
Remote. Sens.
15 (14) (2023)
Guangyao Shi
,
Nare Karapetyan
,
Ahmad Bilal Asghar
,
Jean-Paul Reddinger
,
James Dotterweich
,
James Humann
,
Pratap Tokekar
Risk-aware UAV-UGV Rendezvous with Chance-Constrained Markov Decision Process.
CoRR
(2022)
Ahmad Bilal Asghar
,
Guangyao Shi
,
Nare Karapetyan
,
James Humann
,
Jean-Paul Reddinger
,
James Dotterweich
,
Pratap Tokekar
Risk-aware Resource Allocation for Multiple UAVs-UGVs Recharging Rendezvous.
CoRR
(2022)
Guangyao Shi
,
Nare Karapetyan
,
Ahmad Bilal Asghar
,
Jean-Paul Reddinger
,
James Dotterweich
,
James Humann
,
Pratap Tokekar
Risk-aware UAV-UGV Rendezvous with Chance-Constrained Markov Decision Process.
CDC
(2022)
Zhengying Li
,
Hong Huang
,
Zhen Zhang
,
Guangyao Shi
Manifold-Based Multi-Deep Belief Network for Feature Extraction of Hyperspectral Image.
Remote. Sens.
14 (6) (2022)
Xiaotian Xu
,
Guangyao Shi
,
Pratap Tokekar
,
Yancy Diaz-Mercado
Interactive Multi-Robot Aerial Cinematography Through Hemispherical Manifold Coverage.
IROS
(2022)
Guangyao Shi
,
Fulin Luo
,
Yiming Tang
,
Yuan Li
Dimensionality Reduction of Hyperspectral Image Based on Local Constrained Manifold Structure Collaborative Preserving Embedding.
Remote. Sens.
13 (7) (2021)
Lin Mu
,
Taiping Qu
,
Dong Dong
,
Xiuli Li
,
Yun Pei
,
Yuchong Wang
,
Guangyao Shi
,
Yongrui Li
,
Fujin He
,
Huimao Zhang
Fine-Tuned Deep Convolutional Networks for the Detection of Femoral Neck Fractures on Pelvic Radiographs: A Multicenter Dataset Validation.
IEEE Access
9 (2021)
Guangyao Shi
,
Yu Zhou
,
Yu-Qiang Sang
,
Hui Huang
,
Jin-Song Zhang
,
Ping Meng
,
Lu-Lu Cai
Modeling the response of negative air ions to environmental factors using multiple linear regression and random forest.
Ecol. Informatics
66 (2021)
Guangyao Shi
,
Ishat E. Rabban
,
Lifeng Zhou
,
Pratap Tokekar
Communication-Aware Multi-robot Coordination with Submodular Maximization.
ICRA
(2021)
Zehua Zou
,
Fulin Luo
,
Jiamin Liu
,
Guangyao Shi
,
Yufei Liu
Local Structure Graph Discriminant Embedding for Hyperspectral Image Classification.
IGARSS
(2021)
Guangyao Shi
,
Hong Huang
,
Lihua Wang
Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Local Geometric Structure Feature Learning.
IEEE Geosci. Remote. Sens. Lett.
17 (8) (2020)
Guangyao Shi
,
Ishat E. Rabban
,
Lifeng Zhou
,
Pratap Tokekar
Communication-Aware Multi-robot Coordination with Submodular Maximization.
CoRR
(2020)
Guangyao Shi
,
Ishat E. Rabban
,
Pratap Tokekar
Fast Biconnectivity Restoration in Multi-Robot Systems for Robust Communication Maintenance.
CoRR
(2020)
Kejie Xu
,
Hong Huang
,
Peifang Deng
,
Guangyao Shi
Two-stream feature aggregation deep neural network for scene classification of remote sensing images.
Inf. Sci.
539 (2020)
Guangyao Shi
,
Lifeng Zhou
,
Pratap Tokekar
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks.
CoRR
(2020)
Guangyao Shi
,
Pratap Tokekar
,
Lifeng Zhou
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks.
Robotics: Science and Systems
(2020)
Guangyao Shi
,
Hong Huang
,
Zhengying Li
,
Yule Duan
Multi-manifold locality graph preserving analysis for hyperspectral image classification.
Neurocomputing
388 (2020)
Zhengying Li
,
Hong Huang
,
Yule Duan
,
Guangyao Shi
DLPNet: A deep manifold network for feature extraction of hyperspectral imagery.
Neural Networks
129 (2020)
Hong Huang
,
Yule Duan
,
Haibo He
,
Guangyao Shi
Local Linear Spatial-Spectral Probabilistic Distribution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
58 (2) (2020)
Hong Huang
,
Guangyao Shi
,
Haibo He
,
Yule Duan
,
Fulin Luo
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-Spectral Manifold Learning.
IEEE Trans. Cybern.
50 (6) (2020)
Kejie Xu
,
Hong Huang
,
Yuan Li
,
Guangyao Shi
Multilayer Feature Fusion Network for Scene Classification in Remote Sensing.
IEEE Geosci. Remote. Sens. Lett.
17 (11) (2020)
Guangyao Shi
,
Hong Huang
,
Jiamin Liu
,
Zhengying Li
,
Lihua Wang
Spatial-Spectral Multiple Manifold Discriminant Analysis for Dimensionality Reduction of Hyperspectral Imagery.
Remote. Sens.
11 (20) (2019)
Hong Huang
,
Guangyao Shi
,
Haibo He
,
Yule Duan
,
Fulin Luo
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning.
CoRR
(2018)
Hong Huang
,
Yule Duan
,
Guangyao Shi
,
Zhiyong Lv
Fusion of Weighted Mean Reconstruction and SVMCK for Hyperspectral Image Classification.
IEEE Access
6 (2018)